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Published in: Drugs & Aging 6/2018

Open Access 01-06-2018 | Original Research Article

Potential Drug-Drug Interactions in a Cohort of Elderly, Polymedicated Primary Care Patients on Antithrombotic Treatment

Authors: Katharina Luise Schneider, Kathrin Kastenmüller, Klaus Weckbecker, Markus Bleckwenn, Miriam Böhme, Julia Carolin Stingl

Published in: Drugs & Aging | Issue 6/2018

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Abstract

Introduction

Drug–drug interactions (DDIs) are an important risk factor for adverse drug reactions. Older, polymedicated patients are particularly affected. Although antithrombotics have been detected as high-risk drugs for DDIs, data on older patients exposed to them are scarce.

Methods

Baseline data of 365 IDrug study outpatients (≥ 60 years, use of an antithrombotic and one or more additional long-term drug) were analyzed regarding potential drug–drug interactions (pDDIs) with a clinical decision support system. Data included prescription and self-medication drugs.

Results

The prevalence of having one or more pDDI was 85.2%. The median number of alerts per patient was three (range 0–17). For 58.4% of the patients, potential severe/contraindicated interactions were detected. Antiplatelets and non-steroidal anti-inflammatory drugs (NSAIDs) showed the highest number of average pDDI alert involvements per use (2.9 and 2.2, respectively). For NSAIDs, also the highest average number of severe/contraindicated alert involvements per use (1.2) was observed. 91.8% of all pDDI involvements concerned the 25 most frequently used drug classes. 97.5% of the severe/contraindicated pDDIs were attributed to only nine different potential clinical manifestations. The most common management recommendation for severe/contraindicated pDDIs was to intensify monitoring. Number of drugs was the only detected factor significantly associated with increased number of pDDIs (p < 0.001).

Conclusion

The findings indicate a high risk for pDDIs in older, polymedicated patients on antithrombotics. As a consequence of patients’ frequently similar drug regimens, the variety of potential clinical manifestations was small. Awareness of these pDDI symptoms and the triggering drugs as well as patients’ self-medication use may contribute to increased patient safety.
Literature
1.
go back to reference Violan C, Foguet-Boreu Q, Flores-Mateo G, Salisbury C, Blom J, Freitag M, et al. Prevalence, determinants and patterns of multimorbidity in primary care: a systematic review of observational studies. PLoS One. 2014;9(7):e102149.CrossRefPubMedPubMedCentral Violan C, Foguet-Boreu Q, Flores-Mateo G, Salisbury C, Blom J, Freitag M, et al. Prevalence, determinants and patterns of multimorbidity in primary care: a systematic review of observational studies. PLoS One. 2014;9(7):e102149.CrossRefPubMedPubMedCentral
2.
go back to reference Maher RL, Hanlon J, Hajjar ER. Clinical consequences of polypharmacy in elderly. Expert Opin Drug Saf. 2014;13(1):57–65.CrossRefPubMed Maher RL, Hanlon J, Hajjar ER. Clinical consequences of polypharmacy in elderly. Expert Opin Drug Saf. 2014;13(1):57–65.CrossRefPubMed
3.
go back to reference Bjerrum L, Gonzalez Lopez-Valcarcel B, Petersen G. Risk factors for potential drug interactions in general practice. Eur J Gen Pract. 2008;14(1):23–9.CrossRefPubMed Bjerrum L, Gonzalez Lopez-Valcarcel B, Petersen G. Risk factors for potential drug interactions in general practice. Eur J Gen Pract. 2008;14(1):23–9.CrossRefPubMed
4.
go back to reference Chen YF, Avery AJ, Neil KE, Johnson C, Dewey ME, Stockley IH. Incidence and possible causes of prescribing potentially hazardous/contraindicated drug combinations in general practice. Drug Saf. 2005;28(1):67–80.CrossRefPubMed Chen YF, Avery AJ, Neil KE, Johnson C, Dewey ME, Stockley IH. Incidence and possible causes of prescribing potentially hazardous/contraindicated drug combinations in general practice. Drug Saf. 2005;28(1):67–80.CrossRefPubMed
5.
go back to reference Tulner LR, Frankfort SV, Gijsen GJ, van Campen JP, Koks CH, Beijnen JH. Drug-drug interactions in a geriatric outpatient cohort: prevalence and relevance. Drugs Aging. 2008;25(4):343–55.CrossRefPubMed Tulner LR, Frankfort SV, Gijsen GJ, van Campen JP, Koks CH, Beijnen JH. Drug-drug interactions in a geriatric outpatient cohort: prevalence and relevance. Drugs Aging. 2008;25(4):343–55.CrossRefPubMed
6.
go back to reference Alhawassi TM, Krass I, Bajorek BV, Pont LG. A systematic review of the prevalence and risk factors for adverse drug reactions in the elderly in the acute care setting. Clin Interv Aging. 2014;9:2079–86.PubMedPubMedCentral Alhawassi TM, Krass I, Bajorek BV, Pont LG. A systematic review of the prevalence and risk factors for adverse drug reactions in the elderly in the acute care setting. Clin Interv Aging. 2014;9:2079–86.PubMedPubMedCentral
7.
go back to reference Kongkaew C, Noyce PR, Ashcroft DM. Hospital admissions associated with adverse drug reactions: a systematic review of prospective observational studies. Ann Pharmacother. 2008;42(7):1017–25.CrossRefPubMed Kongkaew C, Noyce PR, Ashcroft DM. Hospital admissions associated with adverse drug reactions: a systematic review of prospective observational studies. Ann Pharmacother. 2008;42(7):1017–25.CrossRefPubMed
8.
go back to reference Becker ML, Kallewaard M, Caspers PW, Visser LE, Leufkens HG, Stricker BH. Hospitalisations and emergency department visits due to drug-drug interactions: a literature review. Pharmacoepidemiol Drug Saf. 2007;16(6):641–51.CrossRefPubMed Becker ML, Kallewaard M, Caspers PW, Visser LE, Leufkens HG, Stricker BH. Hospitalisations and emergency department visits due to drug-drug interactions: a literature review. Pharmacoepidemiol Drug Saf. 2007;16(6):641–51.CrossRefPubMed
9.
go back to reference Parameswaran Nair N, Chalmers L, Bereznicki BJ, Curtain C, Peterson GM, Connolly M, et al. Adverse drug reaction-related hospitalizations in elderly Australians: a prospective cross-sectional study in two Tasmanian hospitals. Drug Saf. 2017;40(7):597–606.CrossRefPubMed Parameswaran Nair N, Chalmers L, Bereznicki BJ, Curtain C, Peterson GM, Connolly M, et al. Adverse drug reaction-related hospitalizations in elderly Australians: a prospective cross-sectional study in two Tasmanian hospitals. Drug Saf. 2017;40(7):597–606.CrossRefPubMed
10.
go back to reference Andersson ML, Bottiger Y, Lindh JD, Wettermark B, Eiermann B. Impact of the drug-drug interaction database SFINX on prevalence of potentially serious drug-drug interactions in primary health care. Eur J Clin Pharmacol. 2013;69(3):565–71.CrossRefPubMed Andersson ML, Bottiger Y, Lindh JD, Wettermark B, Eiermann B. Impact of the drug-drug interaction database SFINX on prevalence of potentially serious drug-drug interactions in primary health care. Eur J Clin Pharmacol. 2013;69(3):565–71.CrossRefPubMed
11.
go back to reference Terrell KM, Perkins AJ, Dexter PR, Hui SL, Callahan CM, Miller DK. Computerized decision support to reduce potentially inappropriate prescribing to older emergency department patients: a randomized, controlled trial. J Am Geriatr Soc. 2009;57(8):1388–94.CrossRefPubMed Terrell KM, Perkins AJ, Dexter PR, Hui SL, Callahan CM, Miller DK. Computerized decision support to reduce potentially inappropriate prescribing to older emergency department patients: a randomized, controlled trial. J Am Geriatr Soc. 2009;57(8):1388–94.CrossRefPubMed
12.
go back to reference Bertsche T, Pfaff J, Schiller P, Kaltschmidt J, Pruszydlo MG, Stremmel W, et al. Prevention of adverse drug reactions in intensive care patients by personal intervention based on an electronic clinical decision support system. Intensive Care Med. 2010;36(4):665–72.CrossRefPubMed Bertsche T, Pfaff J, Schiller P, Kaltschmidt J, Pruszydlo MG, Stremmel W, et al. Prevention of adverse drug reactions in intensive care patients by personal intervention based on an electronic clinical decision support system. Intensive Care Med. 2010;36(4):665–72.CrossRefPubMed
13.
go back to reference O’Sullivan D, O’Mahony D, O’Connor MN, Gallagher P, Gallagher J, Cullinan S, et al. Prevention of adverse drug reactions in hospitalised older patients using a software-supported structured pharmacist intervention: a cluster randomised controlled trial. Drugs Aging. 2016;33(1):63–73.CrossRefPubMed O’Sullivan D, O’Mahony D, O’Connor MN, Gallagher P, Gallagher J, Cullinan S, et al. Prevention of adverse drug reactions in hospitalised older patients using a software-supported structured pharmacist intervention: a cluster randomised controlled trial. Drugs Aging. 2016;33(1):63–73.CrossRefPubMed
14.
go back to reference Stingl JC, Kaumanns KL, Claus K, Lehmann ML, Kastenmuller K, Bleckwenn M, et al. Individualized versus standardized risk assessment in patients at high risk for adverse drug reactions (IDrug)—study protocol for a pragmatic randomized controlled trial. BMC Fam Pract. 2016;17:49.CrossRefPubMedPubMedCentral Stingl JC, Kaumanns KL, Claus K, Lehmann ML, Kastenmuller K, Bleckwenn M, et al. Individualized versus standardized risk assessment in patients at high risk for adverse drug reactions (IDrug)—study protocol for a pragmatic randomized controlled trial. BMC Fam Pract. 2016;17:49.CrossRefPubMedPubMedCentral
15.
go back to reference Dechanont S, Maphanta S, Butthum B, Kongkaew C. Hospital admissions/visits associated with drug-drug interactions: a systematic review and meta-analysis. Pharmacoepidemiol Drug Saf. 2014;23(5):489–97.CrossRefPubMed Dechanont S, Maphanta S, Butthum B, Kongkaew C. Hospital admissions/visits associated with drug-drug interactions: a systematic review and meta-analysis. Pharmacoepidemiol Drug Saf. 2014;23(5):489–97.CrossRefPubMed
16.
go back to reference Heringa M, Floor-Schreudering A, Tromp PC, de Smet PA, Bouvy ML. Nature and frequency of drug therapy alerts generated by clinical decision support in community pharmacy. Pharmacoepidemiol Drug Saf. 2016;25(1):82–9.CrossRefPubMed Heringa M, Floor-Schreudering A, Tromp PC, de Smet PA, Bouvy ML. Nature and frequency of drug therapy alerts generated by clinical decision support in community pharmacy. Pharmacoepidemiol Drug Saf. 2016;25(1):82–9.CrossRefPubMed
17.
go back to reference Cruciol-Souza JM, Thomson JC. Prevalence of potential drug-drug interactions and its associated factors in a Brazilian teaching hospital. J Pharm Pharm Sci. 2006;9(3):427–33.PubMed Cruciol-Souza JM, Thomson JC. Prevalence of potential drug-drug interactions and its associated factors in a Brazilian teaching hospital. J Pharm Pharm Sci. 2006;9(3):427–33.PubMed
18.
go back to reference Zwart-van Rijkom JE, Uijtendaal EV, ten Berg MJ, van Solinge WW, Egberts AC. Frequency and nature of drug-drug interactions in a Dutch university hospital. Br J Clin Pharmacol. 2009;68(2):187–93.CrossRefPubMedPubMedCentral Zwart-van Rijkom JE, Uijtendaal EV, ten Berg MJ, van Solinge WW, Egberts AC. Frequency and nature of drug-drug interactions in a Dutch university hospital. Br J Clin Pharmacol. 2009;68(2):187–93.CrossRefPubMedPubMedCentral
19.
go back to reference Astrand B, Astrand E, Antonov K, Petersson G. Detection of potential drug interactions—a model for a national pharmacy register. Eur J Clin Pharmacol. 2006;62(9):749–56.CrossRefPubMed Astrand B, Astrand E, Antonov K, Petersson G. Detection of potential drug interactions—a model for a national pharmacy register. Eur J Clin Pharmacol. 2006;62(9):749–56.CrossRefPubMed
20.
go back to reference Raschi E, Piccinni C, Signoretta V, Lionello L, Bonezzi S, Delfino M, et al. Clinically important drug-drug interactions in poly-treated elderly outpatients: a campaign to improve appropriateness in general practice. Br J Clin Pharmacol. 2015;80(6):1411–20.CrossRefPubMedPubMedCentral Raschi E, Piccinni C, Signoretta V, Lionello L, Bonezzi S, Delfino M, et al. Clinically important drug-drug interactions in poly-treated elderly outpatients: a campaign to improve appropriateness in general practice. Br J Clin Pharmacol. 2015;80(6):1411–20.CrossRefPubMedPubMedCentral
21.
go back to reference Bergk V, Gasse C, Rothenbacher D, Loew M, Brenner H, Haefeli WE. Drug interactions in primary care: impact of a new algorithm on risk determination. Clin Pharmacol Ther. 2004;76(1):85–96.CrossRefPubMed Bergk V, Gasse C, Rothenbacher D, Loew M, Brenner H, Haefeli WE. Drug interactions in primary care: impact of a new algorithm on risk determination. Clin Pharmacol Ther. 2004;76(1):85–96.CrossRefPubMed
22.
go back to reference Egger SS, Drewe J, Schlienger RG. Potential drug-drug interactions in the medication of medical patients at hospital discharge. Eur J Clin Pharmacol. 2003;58(11):773–8.CrossRefPubMed Egger SS, Drewe J, Schlienger RG. Potential drug-drug interactions in the medication of medical patients at hospital discharge. Eur J Clin Pharmacol. 2003;58(11):773–8.CrossRefPubMed
23.
go back to reference Reimche L, Forster AJ, van Walraven C. Incidence and contributors to potential drug-drug interactions in hospitalized patients. J Clin Pharmacol. 2011;51(7):1043–50.CrossRefPubMed Reimche L, Forster AJ, van Walraven C. Incidence and contributors to potential drug-drug interactions in hospitalized patients. J Clin Pharmacol. 2011;51(7):1043–50.CrossRefPubMed
24.
go back to reference Nobili A, Pasina L, Tettamanti M, Lucca U, Riva E, Marzona I, et al. Potentially severe drug interactions in elderly outpatients: results of an observational study of an administrative prescription database. J Clin Pharm Ther. 2009;34(4):377–86.CrossRefPubMed Nobili A, Pasina L, Tettamanti M, Lucca U, Riva E, Marzona I, et al. Potentially severe drug interactions in elderly outpatients: results of an observational study of an administrative prescription database. J Clin Pharm Ther. 2009;34(4):377–86.CrossRefPubMed
25.
go back to reference Johnell K, Klarin I. The relationship between number of drugs and potential drug-drug interactions in the elderly: a study of over 600,000 elderly patients from the Swedish prescribed drug register. Drug Saf. 2007;30(10):911–8.CrossRefPubMed Johnell K, Klarin I. The relationship between number of drugs and potential drug-drug interactions in the elderly: a study of over 600,000 elderly patients from the Swedish prescribed drug register. Drug Saf. 2007;30(10):911–8.CrossRefPubMed
26.
go back to reference Secoli SR, Figueras A, Lebrao ML, de Lima FD, Santos JL. Risk of potential drug-drug interactions among Brazilian elderly: a population-based, cross-sectional study. Drugs Aging. 2010;27(9):759–70.CrossRefPubMed Secoli SR, Figueras A, Lebrao ML, de Lima FD, Santos JL. Risk of potential drug-drug interactions among Brazilian elderly: a population-based, cross-sectional study. Drugs Aging. 2010;27(9):759–70.CrossRefPubMed
27.
go back to reference Blozik E, Signorell A, Reich O. How does hospitalization affect continuity of drug therapy: an exploratory study. Ther Clin Risk Manag. 2016;12:1277–83.CrossRefPubMedPubMedCentral Blozik E, Signorell A, Reich O. How does hospitalization affect continuity of drug therapy: an exploratory study. Ther Clin Risk Manag. 2016;12:1277–83.CrossRefPubMedPubMedCentral
28.
go back to reference Mansur N, Weiss A, Hoffman A, Gruenewald T, Beloosesky Y. Continuity and adherence to long-term drug treatment by geriatric patients after hospital discharge: a prospective cohort study. Drugs Aging. 2008;25(10):861–70.CrossRefPubMed Mansur N, Weiss A, Hoffman A, Gruenewald T, Beloosesky Y. Continuity and adherence to long-term drug treatment by geriatric patients after hospital discharge: a prospective cohort study. Drugs Aging. 2008;25(10):861–70.CrossRefPubMed
29.
go back to reference Martin P, Haefeli WE, Martin-Facklam M. A drug database model as a central element for computer-supported dose adjustment within a CPOE system. J Am Med Inform Assoc. 2004;11(5):427–32. Martin P, Haefeli WE, Martin-Facklam M. A drug database model as a central element for computer-supported dose adjustment within a CPOE system. J Am Med Inform Assoc. 2004;11(5):427–32.
30.
go back to reference Hosia-Randell HM, Muurinen SM, Pitkala KH. Exposure to potentially inappropriate drugs and drug-drug interactions in elderly nursing home residents in Helsinki, Finland: a cross-sectional study. Drugs Aging. 2008;25(8):683–92.CrossRefPubMed Hosia-Randell HM, Muurinen SM, Pitkala KH. Exposure to potentially inappropriate drugs and drug-drug interactions in elderly nursing home residents in Helsinki, Finland: a cross-sectional study. Drugs Aging. 2008;25(8):683–92.CrossRefPubMed
31.
go back to reference Ljung R, Lu Y, Lagergren J. High concomitant use of interacting drugs and low use of gastroprotective drugs among NSAID users in an unselected elderly population: a nationwide register-based study. Drugs Aging. 2011;28(6):469–76.CrossRefPubMed Ljung R, Lu Y, Lagergren J. High concomitant use of interacting drugs and low use of gastroprotective drugs among NSAID users in an unselected elderly population: a nationwide register-based study. Drugs Aging. 2011;28(6):469–76.CrossRefPubMed
32.
go back to reference Butkiewicz M, Restrepo NA, Haines JL, Crawford DC. Drug-drug interaction profiles of medication regimens extracted from a de-identified electronic medical records system. AMIA Jt Summits Transl Sci Proc. 2016;2016:33–40.PubMedPubMedCentral Butkiewicz M, Restrepo NA, Haines JL, Crawford DC. Drug-drug interaction profiles of medication regimens extracted from a de-identified electronic medical records system. AMIA Jt Summits Transl Sci Proc. 2016;2016:33–40.PubMedPubMedCentral
33.
go back to reference Roblek T, Vaupotic T, Mrhar A, Lainscak M. Drug-drug interaction software in clinical practice: a systematic review. Eur J Clin Pharmacol. 2015;71(2):131–42.CrossRefPubMed Roblek T, Vaupotic T, Mrhar A, Lainscak M. Drug-drug interaction software in clinical practice: a systematic review. Eur J Clin Pharmacol. 2015;71(2):131–42.CrossRefPubMed
34.
go back to reference Schmiedl S, Rottenkolber M, Hasford J, Rottenkolber D, Farker K, Drewelow B, et al. Self-medication with over-the-counter and prescribed drugs causing adverse-drug-reaction-related hospital admissions: results of a prospective, long-term multi-centre study. Drug Saf. 2014;37(4):225–35.CrossRefPubMed Schmiedl S, Rottenkolber M, Hasford J, Rottenkolber D, Farker K, Drewelow B, et al. Self-medication with over-the-counter and prescribed drugs causing adverse-drug-reaction-related hospital admissions: results of a prospective, long-term multi-centre study. Drug Saf. 2014;37(4):225–35.CrossRefPubMed
35.
go back to reference Ahn EK, Kam HJ, Park DK, Jung EY, Lee Y, Park RW. Differences among admitting departments in alerts and alert overrides for drug-drug interaction. Pharmacoepidemiol Drug Saf. 2014;23(4):390–7.CrossRefPubMed Ahn EK, Kam HJ, Park DK, Jung EY, Lee Y, Park RW. Differences among admitting departments in alerts and alert overrides for drug-drug interaction. Pharmacoepidemiol Drug Saf. 2014;23(4):390–7.CrossRefPubMed
36.
go back to reference Bryant AD, Fletcher GS, Payne TH. Drug interaction alert override rates in the meaningful use era: no evidence of progress. Appl Clin Inform. 2014;5(3):802–13.CrossRefPubMedPubMedCentral Bryant AD, Fletcher GS, Payne TH. Drug interaction alert override rates in the meaningful use era: no evidence of progress. Appl Clin Inform. 2014;5(3):802–13.CrossRefPubMedPubMedCentral
37.
go back to reference Slight SP, Seger DL, Nanji KC, Cho I, Maniam N, Dykes PC, et al. Are we heeding the warning signs? Examining providers’ overrides of computerized drug-drug interaction alerts in primary care. PLoS One. 2013;8(12):e85071.CrossRefPubMedPubMedCentral Slight SP, Seger DL, Nanji KC, Cho I, Maniam N, Dykes PC, et al. Are we heeding the warning signs? Examining providers’ overrides of computerized drug-drug interaction alerts in primary care. PLoS One. 2013;8(12):e85071.CrossRefPubMedPubMedCentral
38.
go back to reference Kruse CS, Kristof C, Jones B, Mitchell E, Martinez A. Barriers to electronic health record adoption: a systematic literature review. J Med Syst. 2016;40(12):252.CrossRefPubMedPubMedCentral Kruse CS, Kristof C, Jones B, Mitchell E, Martinez A. Barriers to electronic health record adoption: a systematic literature review. J Med Syst. 2016;40(12):252.CrossRefPubMedPubMedCentral
Metadata
Title
Potential Drug-Drug Interactions in a Cohort of Elderly, Polymedicated Primary Care Patients on Antithrombotic Treatment
Authors
Katharina Luise Schneider
Kathrin Kastenmüller
Klaus Weckbecker
Markus Bleckwenn
Miriam Böhme
Julia Carolin Stingl
Publication date
01-06-2018
Publisher
Springer International Publishing
Published in
Drugs & Aging / Issue 6/2018
Print ISSN: 1170-229X
Electronic ISSN: 1179-1969
DOI
https://doi.org/10.1007/s40266-018-0550-6

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